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Show HN: SPEV: Open Weight, Omnimodal Decision Model Trained for Turn Detectionhttps://huggingface.co/SpragAI/SPEV

Where Jev and other Jev-style models like OpenAI's Decisions and Cloudflare's Clef are multimodal, supporting text or images in, decision out, SPEV natively supports audio and video inputs. These native capabilities allow SPEV to reason directly from audio without the lossy speech to text conversion caused by transcription enabling audio capabilities like agent turn detection. SPEV also achieves substantial latency improvements on audio tasks compared to other decision models by skipping the transcription step and operating directly on the raw audio. In our benchmarks SPEV returns an audio na…

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Show HN: MLX Direct Decider, Mac local decider without fine-tuninghttps://github.com/ItsOdeLeo/MLX-Direct-Decider

Hi HN, I built this open source project to enable the existing MLX model on your Mac to be used as a decider, without additional fine-tuning. Comments URL: https://news.ycombinator.com/item?id=50088148 Points: 1 # Comments: 0

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Show HN: Whiteboard Defense – defend decisions of any system you've shippedhttps://github.com/avestura/whiteboard-defense

Article URL: https://github.com/avestura/whiteboard-defense Comments URL: https://news.ycombinator.com/item?id=50084344 Points: 3 # Comments: 0

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